Learning Tracks
Follow structured paths from fundamentals to production-ready skills
Coming Soon
Data Pipeline Architecture
Design and build production data pipelines — from ingestion and transformation to storage, monitoring, and scaling.
Coming Soon
Ethical & Legal Compliance
Stay on the right side of the law when scraping — robots.txt, rate limiting, terms of service, and data privacy.
2 Resources
Beginner Difficulty
40 min Total Time
1 Understanding robots.txt: What Every Web Scraper Needs to Know
2 Respecting robots.txt in Python Web Scrapers: A Complete Guide
Scraper Reliability & Observability
Build reliable scraping systems that detect failures automatically — data validation, structural change detection, failure classification, and production monitoring with ScraperGuard.
8 Resources
Beginner → Advanced Difficulty
2 hrs 25 min Total Time
1 Why Web Scrapers Fail Silently: 7 Failure Modes Every Data Engineer Should Know
2 Getting Started with ScraperGuard: Your First Scraper Health Check in 5 Minutes
3 Building Schema Validation for Scraping Pipelines: From Type Checks to Drift Detection
+5 more resources
Coming Soon
Scraping at Scale
Take your scrapers from prototype to production — distributed architecture, proxy management, error handling, and monitoring.
Coming Soon
Web Scraping Fundamentals
Learn the core concepts, tools, and techniques for extracting data from websites — from HTTP basics to handling JavaScript-rendered content.
2 Resources
Beginner → Intermediate Difficulty
1 hr 10 min Total Time
1 Building Your First Web Scraper with Python
2 Scrapy vs BeautifulSoup: Choosing the Right Python Scraping Tool